A Visual Analysis Tool to Explore Learned Representations in Transformers Models

构建基于逻辑回归的评分卡模型

2020 8th CCF 大数据与计算智能大赛，题拍拍 - 小学数学应用题自动解题，决赛三等奖方案，Delores（德洛丽丝）队

Code for Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model, IJCAI 2020

PyTorch demo of "DEMI: Discriminative Estimator of Mutual Information"

Fine-tuning framework for BERT like models on RACE

Code for "ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning" (ICLR 2020)

Fusion-BERT model implemented with BERT and siamese network

The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)

An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

I use RoBERTaMultipleChoiceModel and DCMN+ RoBERTa for RACE dataset.

BERT/ALBERT based model for RACE dataset, support multi-worker, multi-GPU, FP16 and bind CPU.

A toy implementation of "DUMA: Reading Comprehension with Transposition Thinking", unofficial.

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

以京东评论作为数据集，使用常见的机器学习算法如KNN、SVM、逻辑回归、贝叶斯、xgboost等等算法进行分类。使用深度学习中的CNN、RNN、CNN和RNN连接、Bi-GRU、bert模型进行分类。使用fastnlp的框架搭建文本分类。

用 jupyter notebook做的一些机器学习项目

机器学习算法项目

Fine-tuning pre-trained models in transformers for multi-choice machine reading comprehension such as RACE

Unofficial Implementation of the DUMA Paper

BERT for RACE dataset MRC task with pytorch-lightning

Our repository for the code, literature review, and results on SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning

This repository contains the various implementations done for the competition SemEval-2021 Task4 : ReCAM

The 4th rank system of the SemEval 2021 Task4.

Code for our paper "WordNet-Enhanced Dual Multi-head Co-Attention for Reading Comprehension of Abstract Meaning" in SemEval 2021

Bert finetune for CMRC2018, CJRC, DRCD, CHID, C3

Pandas中文教程

pandas中文教程